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Method for array elements arrangement of l-shaped array antenna based on inheritance of acquired character

a technology of inheritance and array elements, applied in the direction of antennas, genetic algorithms, electrical equipment, etc., can solve the problems of one-dimensional angle information usually obtained, limited local search ability, and serious problems of l-shaped arrays, so as to improve convergence speed and accuracy of optimal solution sets, the effect of simple optimization process and maximum local search ability

Active Publication Date: 2021-02-23
DONGGUAN UNIV OF TECH +2
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Benefits of technology

The present invention is a new algorithm for arranging the elements of an L-shaped array antenna that improves the speed and accuracy of the optimal solution set. It uses a genetic algorithm that maximizes local search ability and avoids the problem of slow evolution in later periods. The algorithm of inheritance of acquired character simplifies the genetic algorithm and improves the effect of array elements arrangement. Combining this algorithm with other existing intelligent optimization algorithms can further improve the optimization speed and efficiency of the array elements arrangement. The method also improves the effects of beam forming and beam pattern optimization based on the L-shaped array antenna.

Problems solved by technology

However, due to the limitations of array elements arrangement optimizers of array antennas, linear array angle measurement has its limitations, that is, only one-dimensional angle information can usually be obtained.
However, the L-shaped array has a serious problem.
Compared with the uniform rectangular two-dimensional array, the L-shaped array has relative poor performance in using its direct beam to form pattern.
However, it only uses the traditional genetic algorithm to optimize the L-shaped array elements arrangement, and the traditional genetic algorithm has the disadvantages such as slow convergence speed, weak local search ability, tendency of premature and so on, thus the array elements arrangement of the L-shaped array cannot achieve fast and optimal results, which in turn leads to failure in exerting stable effects or optimal effects of its beam forming and beam pattern optimization method.
This solution has a large amount of calculation, relatively slow optimization and other problems, and the global search ability and local search ability need to be further improved.

Method used

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  • Method for array elements arrangement of l-shaped array antenna based on inheritance of acquired character
  • Method for array elements arrangement of l-shaped array antenna based on inheritance of acquired character

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Experimental program
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embodiment 1

[0041]the present embodiment will be described with reference to FIG. 1.

[0042]A method for array elements arrangement of an L-shaped array antenna based on inheritance of acquired character, comprises steps of:

[0043]removing array elements of central parts of a rectangular array antenna, and only preserving two columns of array elements of an adjacent boundary to obtain an array basic structure, i.e., an L-shaped array antenna;

[0044]step 1: a J_K array being the array with two columns of array elements of the adjacent boundary of the L-shaped array antenna, numbers of the two columns of array elements being J and K respectively, encoding for the J_K array:

[0045]using the J_K array as one chromosome, when forming an gene of an individual, using J+K groups of binary strings randomly generated to represent the J_K array, a number of bits of a binary digit string is Na, and using each binary string as one gene of the chromosome; the meaning that each binary represents being an array ele...

embodiment 2

[0062]In present embodiment, the process of performing the mutation operation in step 4 is performed by using a uniform mutation method, and a mutation probability is pm; then generating the new population Gk+1 after one optimization operation.

[0063]The other steps and parameters are the same as those in embodiment 1.

embodiment 3

[0064]In present embodiment, the adjustment process in one adjustment of the initial population performed in step 2 is as follows:

[0065]firstly, converting each generation of J+K binary strings into decimal digits, a value of the decimal digits converted by the binary strings correspondingly representing the array element spacing between the array element and the previous array element, i.e., obtaining the array element spacing D after the binary strings are restored;

[0066]when calculating positions of the previous J array elements, generating and counting each array element spacing D, and cumulatively calculating a value of an overall aperture, if the cumulative value of the array element spacing D being to exceed the maximum aperture Da of the array, then mandatorily adjusting each array element spacing of the subsequent array elements to be 1;

[0067]the adjustment method for the subsequent K array elements being the same as that for the previous J array elements.

[0068]The other st...

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Abstract

A method for array elements arrangement of an L-shaped array antenna based on inheritance of acquired character. The method relates to the field of array elements design for L-shaped array antenna. In order to solve the problem that the arrangement of the current L-shaped array antenna system has a weak local ability, the invention firstly encodes for the J_K array, then calculates a fitness of each chromosome in the population, randomly selects two parent chromosomes according to a overwriting probability of inheritance of acquired character, calculates a percentage of gene delivery, performs a overwriting operation to generate a new population, repeats the overwriting operation to generate the final new population; calculates the fitness of each chromosome in the population, repeats the iteration until a predetermined termination condition is met, and obtains the optimal population gene; then determines the array elements arrangement of the L-shaped array antenna according to the optimal population gene.

Description

CROSS-REFERENCE TO RELATED APPLICATION[0001]This is a 371 application of the International PCT application serial no. PCT / CN2018 / 075150, filed on Feb. 2, 2018, which claims the priority benefits of China Application No. 201710346582.2, filed on May 16, 2017. The entirety of each of the above-mentioned patent applications is hereby incorporated by reference herein and made a part of this specification.TECHNICAL FIELD[0002]The invention relates to the field of array elements design for L-shaped array antenna.BACKGROUND[0003]In recent years, artificial intelligence optimization systems and array antenna technologies have been rapidly developed. However, due to the limitations of array elements arrangement optimizers of array antennas, linear array angle measurement has its limitations, that is, only one-dimensional angle information can usually be obtained. Due to advantages of the L-shaped array antenna, such as the simple structure and good layout effect and so on, the L-shaped array...

Claims

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Application Information

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Patent Type & Authority Patents(United States)
IPC IPC(8): H01Q21/00G06N3/12
CPCH01Q21/00G06N3/126H01Q21/061
Inventor LI, YUNLI, LIN
Owner DONGGUAN UNIV OF TECH